Generative Adversarial Examples.

Yang Song, Rui Shu, Nate Kushman, Stefano Ermon

Type: Preprint

Publication Date: 2018-05-21

Citations: 15

View

Locations

arXiv (Cornell University) - View

Similar Works

Action	Title	Year	Authors
+	Constructing Unrestricted Adversarial Examples with Generative Models	2018	Yang Song Rui Shu Nate Kushman Stefano Ermon
+	Adversarial examples for generative models	2017	Jernej Kos Ian Fischer Dawn Song
+	AT-GAN: A Generative Attack Model for Adversarial Transferring on Generative Adversarial Nets.	2019	Xiaosen Wang Kun He John E. Hopcroft
+	Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models.	2018	Pouya Samangouei Maya Kabkab Rama Chellappa
+	Customizing an Adversarial Example Generator with Class-Conditional GANs	2018	Shih-Hong Tsai
+	AT-GAN: An Adversarial Generator Model for Non-constrained Adversarial Examples	2019	Xiaosen Wang Kun He Chuanbiao Song Liwei Wang John E. Hopcroft
+	Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models	2018	Pouya Samangouei Maya Kabkab Rama Chellappa
+	Synthesizing Unrestricted False Positive Adversarial Objects Using Generative Models	2020	Martin Kotuliak Sandro Schoenborn Andrei Dan
+	Generating Adversarial Examples with Adversarial Networks	2018	Chaowei Xiao Bo Li Jun-Yan Zhu Warren He Mingyan Liu Dawn Song
+	From Adversarial Training to Generative Adversarial Networks	2018	Xuanqing Liu Cho‐Jui Hsieh
+	Generating Adversarial Examples with Adversarial Networks	2018	Chaowei Xiao Bo Li Jun-Yan Zhu Warren He Mingyan Liu Dawn Song
+ PDF Chat	Generating Adversarial Examples With Conditional Generative Adversarial Net	2018	Ping Yu Kaitao Song Jianfeng Lu
+	Generating Adversarial Examples With Conditional Generative Adversarial Net	2019	Ping Yu Kaitao Song Jianfeng Lu
+ PDF Chat	Robustness and Generalization via Generative Adversarial Training	2021	Omid Poursaeed Tianxing Jiang Harry Yang Serge Belongie Ser-Nam Lim
+	Robustness and Generalization via Generative Adversarial Training	2021	Omid Poursaeed Tianxing Jiang Harry Yang Serge Belongie Ser-Nam Lim
+ PDF Chat	AI-GAN: Attack-Inspired Generation of Adversarial Examples	2021	Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Bo Li Alex C. Kot
+ PDF Chat	Pre-trained Multiple Latent Variable Generative Models are good defenders against Adversarial Attacks	2024	Dario Serez Marco Cristani Alessio Del Bue Vittorio Murino Pietro Morerio
+	AI-GAN: Attack-Inspired Generation of Adversarial Examples	2020	Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Bo Li Alex C. Kot
+	AI-GAN: Attack-Inspired Generation of Adversarial Examples	2020	Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Bo Li Alex C. Kot
+ PDF Chat	A General Framework for Adversarial Examples with Objectives	2019	Mahmood Sharif Sruti Bhagavatula Lujo Bauer Michael K. Reiter

Cited by (10)

Action	Title	Year	Authors
+ PDF Chat	Certified Robustness to Adversarial Examples with Differential Privacy	2019	Mathias Lécuyer Vaggelis Atlidakis Roxana Geambasu Daniel Hsu Suman Jana
+	Certified Robustness to Adversarial Examples with Differential Privacy	2018	Mathias Lécuyer Vaggelis Atlidakis Roxana Geambasu Daniel Hsu Suman Jana
+	Resisting Adversarial Attacks using Gaussian Mixture Variational Autoencoders	2018	Partha Ghosh Arpan Losalka Michael J. Black
+ PDF Chat	Adversarial Detection by Latent Style Transformations	2022	Shuo Wang ‪Surya Nepal‬ Alsharif Abuadbba Carsten Rudolph Marthie Grobler
+	On Evaluating Adversarial Robustness	2019	Nicholas Carlini Anish Athalye Nicolas Papernot Wieland Brendel Jonas Rauber Dimitris Tsipras Ian Goodfellow Aleksander Mądry Alexey Kurakin
+	Advances in adversarial attacks and defenses in computer vision: A survey.	2021	Naveed Akhtar Ajmal Mian Navid Kardan Mubarak Shah
+ PDF Chat	Disentangling Adversarial Robustness and Generalization	2019	David Stutz Matthias Hein Bernt Schiele
+ PDF Chat	Adversarial Training Against Location-Optimized Adversarial Patches	2020	Sukrut Rao David Stutz Bernt Schiele
+	The Limitations of Adversarial Training and the Blind-Spot Attack	2019	Huan Zhang Hongge Chen Zhao Song Duane S. Boning Inderjit S. Dhillon Cho‐Jui Hsieh
+ PDF Chat	Resisting Adversarial Attacks Using Gaussian Mixture Variational Autoencoders	2019	Partha Ghosh Arpan Losalka Michael J. Black

Citing (0)

Action	Title	Year	Authors